Add model files
Browse files- RESULTS.md +29 -0
- config.yaml +236 -0
- valid.acc.ave_5best.pth +3 -0
RESULTS.md
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<!-- Generated by scripts/utils/show_asr_result.sh -->
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# RESULTS
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## Environments
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- date: `Tue Dec 21 23:42:15 EST 2021`
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- python version: `3.9.5 (default, Jun 4 2021, 12:28:51) [GCC 7.5.0]`
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- espnet version: `espnet 0.10.3a3`
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- pytorch version: `pytorch 1.8.1+cu102`
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- Git hash: `ea2174b5cef70a9b65a64980ef56283222283af2`
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- Commit date: `Thu Sep 16 21:19:45 2021 +0900`
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## asr_train_asr_raw_en_word
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### WER
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|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
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|---|---|---|---|---|---|---|---|---|
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|inference_asr_model_valid.acc.ave_5best/test|762|15965|97.2|1.8|1.0|1.3|4.1|13.9|
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|inference_asr_model_valid.acc.ave_5best/valid|763|15853|96.4|2.5|1.1|1.8|5.5|16.3|
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### CER
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|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
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|---|---|---|---|---|---|---|---|---|
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|inference_asr_model_valid.acc.ave_5best/test|762|41332|97.8|1.4|0.8|1.0|3.2|13.9|
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|inference_asr_model_valid.acc.ave_5best/valid|763|41124|97.3|1.9|0.8|1.4|4.1|16.3|
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### TER
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|dataset|Snt|Wrd|Corr|Sub|Del|Ins|Err|S.Err|
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|---|---|---|---|---|---|---|---|---|
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config.yaml
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config: conf/train_asr.yaml
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print_config: false
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log_level: INFO
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dry_run: false
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iterator_type: sequence
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output_dir: exp/asr_train_asr_raw_en_word
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ngpu: 1
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seed: 0
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num_workers: 1
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num_att_plot: 3
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dist_backend: nccl
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dist_init_method: env://
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dist_world_size: null
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dist_rank: null
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local_rank: 0
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dist_master_addr: null
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dist_master_port: null
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dist_launcher: null
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multiprocessing_distributed: false
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unused_parameters: false
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sharded_ddp: false
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cudnn_enabled: true
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cudnn_benchmark: false
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cudnn_deterministic: true
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collect_stats: false
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write_collected_feats: false
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max_epoch: 50
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patience: null
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val_scheduler_criterion:
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- valid
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- loss
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early_stopping_criterion:
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- valid
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- loss
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- min
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best_model_criterion:
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- - train
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- loss
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- min
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- - valid
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- loss
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- min
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- - train
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- acc
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- max
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- - valid
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- acc
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- max
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keep_nbest_models: 5
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grad_clip: 5.0
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grad_clip_type: 2.0
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grad_noise: false
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accum_grad: 1
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no_forward_run: false
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resume: true
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train_dtype: float32
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use_amp: false
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log_interval: null
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use_tensorboard: true
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use_wandb: false
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wandb_project: null
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wandb_id: null
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wandb_entity: null
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wandb_name: null
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wandb_model_log_interval: -1
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detect_anomaly: false
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pretrain_path: null
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init_param: []
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ignore_init_mismatch: false
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freeze_param: []
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num_iters_per_epoch: null
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batch_size: 20
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valid_batch_size: null
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batch_bins: 1000000
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valid_batch_bins: null
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train_shape_file:
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- exp/asr_stats_raw_en_word/train/speech_shape
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- exp/asr_stats_raw_en_word/train/text_shape.word
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valid_shape_file:
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- exp/asr_stats_raw_en_word/valid/speech_shape
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- exp/asr_stats_raw_en_word/valid/text_shape.word
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batch_type: folded
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valid_batch_type: null
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fold_length:
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- 80000
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- 150
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sort_in_batch: descending
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sort_batch: descending
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multiple_iterator: false
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chunk_length: 500
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chunk_shift_ratio: 0.5
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num_cache_chunks: 1024
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train_data_path_and_name_and_type:
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- - dump/raw/train/wav.scp
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- speech
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- sound
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- - dump/raw/train/text
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- text
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- text
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valid_data_path_and_name_and_type:
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- - dump/raw/valid/wav.scp
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- speech
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- sound
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- - dump/raw/valid/text
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- text
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- text
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allow_variable_data_keys: false
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max_cache_size: 0.0
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max_cache_fd: 32
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valid_max_cache_size: null
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optim: adam
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optim_conf:
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lr: 0.0002
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scheduler: warmuplr
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scheduler_conf:
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warmup_steps: 25000
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token_list:
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- <blank>
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- <unk>
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- ්
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- න
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- ම
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- ක
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- ල
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- ි
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- ු
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- ග
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- ේ
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- ර
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- ත
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- ද
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- ව
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- ට
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- ඕ
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- ී
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- ප
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- ය
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- ෙ
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- ස
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- ණ
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- ා
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- ැ
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- RequestAcc.balance
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- Moneywithdraw
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- Moneydeposit
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- Moneytransfer
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- Billpayments
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- බ
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- ඉ
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- ශ
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- ෂ
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- ඩ
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- Creditcardpayments
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- එ
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-
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- හ
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- <sos/eos>
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init: null
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input_size: null
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ctc_conf:
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dropout_rate: 0.0
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ctc_type: builtin
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reduce: true
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ignore_nan_grad: true
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model_conf:
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ctc_weight: 0.5
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ignore_id: -1
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lsm_weight: 0.0
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length_normalized_loss: false
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report_cer: true
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report_wer: true
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sym_space: <space>
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sym_blank: <blank>
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extract_feats_in_collect_stats: true
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use_preprocessor: true
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token_type: word
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bpemodel: null
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non_linguistic_symbols: null
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cleaner: null
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g2p: null
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speech_volume_normalize: null
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rir_scp: null
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rir_apply_prob: 1.0
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noise_scp: null
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noise_apply_prob: 1.0
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noise_db_range: '13_15'
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frontend: default
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frontend_conf:
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fs: 16k
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specaug: specaug
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specaug_conf:
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apply_time_warp: true
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time_warp_window: 5
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time_warp_mode: bicubic
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apply_freq_mask: true
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freq_mask_width_range:
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- 0
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- 30
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num_freq_mask: 2
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apply_time_mask: true
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time_mask_width_range:
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- 0
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- 40
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num_time_mask: 2
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normalize: global_mvn
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normalize_conf:
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stats_file: exp/asr_stats_raw_en_word/train/feats_stats.npz
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preencoder: null
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preencoder_conf: {}
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encoder: transformer
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encoder_conf:
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output_size: 256
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attention_heads: 4
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linear_units: 2048
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num_blocks: 12
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dropout_rate: 0.1
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positional_dropout_rate: 0.1
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attention_dropout_rate: 0.0
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input_layer: conv2d
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normalize_before: true
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postencoder: null
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postencoder_conf: {}
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decoder: transformer
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decoder_conf:
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attention_heads: 4
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linear_units: 2048
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num_blocks: 6
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dropout_rate: 0.1
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positional_dropout_rate: 0.1
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self_attention_dropout_rate: 0.0
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src_attention_dropout_rate: 0.0
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required:
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- output_dir
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- token_list
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version: 0.10.3a3
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distributed: false
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valid.acc.ave_5best.pth
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:9e4e65289c3034a145acb2899d0884f19cf7d8bf259da45728c5945a9c744c8e
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size 108718541
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